Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.4 KiB |
| Average record size in memory | 130.6 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 11 |
| Categorical | 2 |
energy is highly overall correlated with loudness and 1 other fields | High correlation |
loudness is highly overall correlated with energy | High correlation |
speechiness is highly overall correlated with energy | High correlation |
time_signature is highly imbalanced (75.8%) | Imbalance |
Track_ID has unique values | Unique |
Track_Name has unique values | Unique |
energy has unique values | Unique |
loudness has unique values | Unique |
speechiness has unique values | Unique |
liveness has unique values | Unique |
tempo has unique values | Unique |
duration_ms has unique values | Unique |
key has 3 (6.0%) zeros | Zeros |
instrumentalness has 34 (68.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-24 07:49:38.298413 |
|---|---|
| Analysis finished | 2023-11-24 07:49:59.709378 |
| Duration | 21.41 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
Track_ID
Text
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 1100 |
|---|---|
| Distinct characters | 62 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1rDgAHDX95RmylxjgVW9tN |
|---|---|
| 2nd row | 0GWNtMohuYUEHVZ40tcnHF |
| 3rd row | 2HRgqmZQC0MC7GeNuDIXHN |
| 4th row | 5i8lwhzx9FyilInJWa5lhn |
| 5th row | 1hAloWiinXLPQUJxrJReb1 |
| Value | Count | Frequency (%) |
| 1rdgahdx95rmylxjgvw9tn | 1 | 2.0% |
| 2cxcqkwqtfkq7giphxjzou | 1 | 2.0% |
| 01qfknwq73ufesli0gvume | 1 | 2.0% |
| 2hrgqmzqc0mc7genudixhn | 1 | 2.0% |
| 5i8lwhzx9fyilinjwa5lhn | 1 | 2.0% |
| 1halowiinxlpqujxrjreb1 | 1 | 2.0% |
| 74x2u8jmvoog2qbjrxxwr8 | 1 | 2.0% |
| 0ytm7bcx451c6lqbkddy4q | 1 | 2.0% |
| 3gq19wo6cbbpdhymt2gvt0 | 1 | 2.0% |
| 12uspu2wnqgchaw1ek2dfd | 1 | 2.0% |
| Other values (40) | 40 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 33 | 3.0% |
| 2 | 26 | 2.4% |
| 4 | 24 | 2.2% |
| t | 24 | 2.2% |
| q | 23 | 2.1% |
| 0 | 23 | 2.1% |
| W | 22 | 2.0% |
| 9 | 22 | 2.0% |
| T | 22 | 2.0% |
| o | 22 | 2.0% |
| Other values (52) | 859 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 444 | |
| Uppercase Letter | 444 | |
| Decimal Number | 212 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 24 | 5.4% |
| q | 23 | 5.2% |
| o | 22 | 5.0% |
| e | 20 | 4.5% |
| u | 20 | 4.5% |
| y | 20 | 4.5% |
| r | 20 | 4.5% |
| b | 19 | 4.3% |
| c | 19 | 4.3% |
| m | 19 | 4.3% |
| Other values (16) | 238 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 22 | 5.0% |
| T | 22 | 5.0% |
| N | 22 | 5.0% |
| M | 22 | 5.0% |
| Q | 21 | 4.7% |
| O | 20 | 4.5% |
| J | 20 | 4.5% |
| L | 19 | 4.3% |
| D | 19 | 4.3% |
| H | 19 | 4.3% |
| Other values (16) | 238 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 26 | |
| 4 | 24 | |
| 0 | 23 | |
| 9 | 22 | |
| 7 | 21 | |
| 6 | 19 | |
| 3 | 17 | |
| 5 | 15 | |
| 8 | 12 | 5.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 888 | |
| Common | 212 | 19.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 24 | 2.7% |
| q | 23 | 2.6% |
| W | 22 | 2.5% |
| T | 22 | 2.5% |
| o | 22 | 2.5% |
| N | 22 | 2.5% |
| M | 22 | 2.5% |
| Q | 21 | 2.4% |
| e | 20 | 2.3% |
| u | 20 | 2.3% |
| Other values (42) | 670 |
Common
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 26 | |
| 4 | 24 | |
| 0 | 23 | |
| 9 | 22 | |
| 7 | 21 | |
| 6 | 19 | |
| 3 | 17 | |
| 5 | 15 | |
| 8 | 12 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1100 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 33 | 3.0% |
| 2 | 26 | 2.4% |
| 4 | 24 | 2.2% |
| t | 24 | 2.2% |
| q | 23 | 2.1% |
| 0 | 23 | 2.1% |
| W | 22 | 2.0% |
| 9 | 22 | 2.0% |
| T | 22 | 2.0% |
| o | 22 | 2.0% |
| Other values (52) | 859 |
Track_Name
Text
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
Length
| Max length | 35 |
|---|---|
| Median length | 16 |
| Mean length | 8.44 |
| Min length | 1 |
Characters and Unicode
| Total characters | 422 |
|---|---|
| Distinct characters | 130 |
| Distinct categories | 10 ? |
| Distinct scripts | 5 ? |
| Distinct blocks | 5 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Show |
|---|---|
| 2nd row | SPECIALZ |
| 3rd row | Seven (feat. Latto) (Explicit Ver.) |
| 4th row | rendez-vous |
| 5th row | アイドル |
| Value | Count | Frequency (%) |
| 3 | 3.7% | |
| feat | 2 | 2.4% |
| kura | 2 | 2.4% |
| night | 1 | 1.2% |
| hana | 1 | 1.2% |
| 青のすみか | 1 | 1.2% |
| hanauta | 1 | 1.2% |
| no | 1 | 1.2% |
| kaiju | 1 | 1.2% |
| 勇者 | 1 | 1.2% |
| Other values (68) | 68 |
Most occurring characters
| Value | Count | Frequency (%) |
| 32 | 7.6% | |
| e | 28 | 6.6% |
| a | 26 | 6.2% |
| o | 18 | 4.3% |
| n | 18 | 4.3% |
| t | 17 | 4.0% |
| i | 16 | 3.8% |
| r | 14 | 3.3% |
| S | 11 | 2.6% |
| s | 9 | 2.1% |
| Other values (120) | 233 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 219 | |
| Other Letter | 89 | |
| Uppercase Letter | 64 | 15.2% |
| Space Separator | 32 | 7.6% |
| Other Punctuation | 7 | 1.7% |
| Open Punctuation | 3 | 0.7% |
| Close Punctuation | 3 | 0.7% |
| Dash Punctuation | 2 | 0.5% |
| Modifier Letter | 2 | 0.5% |
| Decimal Number | 1 | 0.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| ラ | 4 | 4.5% |
| ル | 3 | 3.4% |
| 青 | 3 | 3.4% |
| い | 2 | 2.2% |
| セ | 2 | 2.2% |
| の | 2 | 2.2% |
| な | 2 | 2.2% |
| 点 | 2 | 2.2% |
| リ | 2 | 2.2% |
| イ | 2 | 2.2% |
| Other values (62) | 65 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 28 | |
| a | 26 | |
| o | 18 | 8.2% |
| n | 18 | 8.2% |
| t | 17 | 7.8% |
| i | 16 | 7.3% |
| r | 14 | 6.4% |
| s | 9 | 4.1% |
| u | 9 | 4.1% |
| c | 8 | 3.7% |
| Other values (15) | 56 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 11 | |
| L | 7 | 10.9% |
| A | 6 | 9.4% |
| N | 4 | 6.2% |
| H | 4 | 6.2% |
| I | 3 | 4.7% |
| E | 3 | 4.7% |
| K | 3 | 4.7% |
| G | 3 | 4.7% |
| T | 2 | 3.1% |
| Other values (13) | 18 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 | |
| / | 2 | |
| ' | 1 | 14.3% |
| 、 | 1 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 32 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Modifier Letter
| Value | Count | Frequency (%) |
| ー | 2 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 283 | |
| Common | 50 | 11.8% |
| Han | 35 | 8.3% |
| Katakana | 34 | 8.1% |
| Hiragana | 20 | 4.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 28 | 9.9% |
| a | 26 | 9.2% |
| o | 18 | 6.4% |
| n | 18 | 6.4% |
| t | 17 | 6.0% |
| i | 16 | 5.7% |
| r | 14 | 4.9% |
| S | 11 | 3.9% |
| s | 9 | 3.2% |
| u | 9 | 3.2% |
| Other values (38) | 117 |
Han
| Value | Count | Frequency (%) |
| 青 | 3 | 8.6% |
| 点 | 2 | 5.7% |
| 線 | 1 | 2.9% |
| 勇 | 1 | 2.9% |
| 平 | 1 | 2.9% |
| 晩 | 1 | 2.9% |
| 餐 | 1 | 2.9% |
| 者 | 1 | 2.9% |
| 水 | 1 | 2.9% |
| 歌 | 1 | 2.9% |
| Other values (22) | 22 |
Katakana
| Value | Count | Frequency (%) |
| ラ | 4 | 11.8% |
| ル | 3 | 8.8% |
| セ | 2 | 5.9% |
| リ | 2 | 5.9% |
| イ | 2 | 5.9% |
| ン | 2 | 5.9% |
| ド | 2 | 5.9% |
| ス | 2 | 5.9% |
| ア | 1 | 2.9% |
| ダ | 1 | 2.9% |
| Other values (13) | 13 |
Hiragana
| Value | Count | Frequency (%) |
| い | 2 | 10.0% |
| の | 2 | 10.0% |
| な | 2 | 10.0% |
| す | 1 | 5.0% |
| み | 1 | 5.0% |
| か | 1 | 5.0% |
| た | 1 | 5.0% |
| だ | 1 | 5.0% |
| に | 1 | 5.0% |
| れ | 1 | 5.0% |
| Other values (7) | 7 |
Common
| Value | Count | Frequency (%) |
| 32 | ||
| ( | 3 | 6.0% |
| . | 3 | 6.0% |
| ) | 3 | 6.0% |
| / | 2 | 4.0% |
| - | 2 | 4.0% |
| ー | 2 | 4.0% |
| ' | 1 | 2.0% |
| 、 | 1 | 2.0% |
| 3 | 1 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 330 | |
| Katakana | 36 | 8.5% |
| CJK | 35 | 8.3% |
| Hiragana | 20 | 4.7% |
| None | 1 | 0.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 32 | 9.7% | |
| e | 28 | 8.5% |
| a | 26 | 7.9% |
| o | 18 | 5.5% |
| n | 18 | 5.5% |
| t | 17 | 5.2% |
| i | 16 | 4.8% |
| r | 14 | 4.2% |
| S | 11 | 3.3% |
| s | 9 | 2.7% |
| Other values (46) | 141 |
Katakana
| Value | Count | Frequency (%) |
| ラ | 4 | 11.1% |
| ル | 3 | 8.3% |
| セ | 2 | 5.6% |
| ー | 2 | 5.6% |
| リ | 2 | 5.6% |
| イ | 2 | 5.6% |
| ン | 2 | 5.6% |
| ド | 2 | 5.6% |
| ス | 2 | 5.6% |
| ア | 1 | 2.8% |
| Other values (14) | 14 |
CJK
| Value | Count | Frequency (%) |
| 青 | 3 | 8.6% |
| 点 | 2 | 5.7% |
| 線 | 1 | 2.9% |
| 勇 | 1 | 2.9% |
| 平 | 1 | 2.9% |
| 晩 | 1 | 2.9% |
| 餐 | 1 | 2.9% |
| 者 | 1 | 2.9% |
| 水 | 1 | 2.9% |
| 歌 | 1 | 2.9% |
| Other values (22) | 22 |
Hiragana
| Value | Count | Frequency (%) |
| い | 2 | 10.0% |
| の | 2 | 10.0% |
| な | 2 | 10.0% |
| す | 1 | 5.0% |
| み | 1 | 5.0% |
| か | 1 | 5.0% |
| た | 1 | 5.0% |
| だ | 1 | 5.0% |
| に | 1 | 5.0% |
| れ | 1 | 5.0% |
| Other values (7) | 7 |
None
| Value | Count | Frequency (%) |
| 、 | 1 |
Track_Artists
Text
| Distinct | 35 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
Length
| Max length | 36 |
|---|---|
| Median length | 20 |
| Mean length | 14.7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 735 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 9 ? |
| Distinct scripts | 4 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 28 ? |
|---|---|
| Unique (%) | 56.0% |
Sample
| 1st row | ['Ado'] |
|---|---|
| 2nd row | ['King Gnu'] |
| 3rd row | ['Jung Kook', 'Latto'] |
| 4th row | ['shy taupe'] |
| 5th row | ['YOASOBI'] |
| Value | Count | Frequency (%) |
| mrs | 6 | 6.4% |
| apple | 6 | 6.4% |
| green | 6 | 6.4% |
| yoasobi | 4 | 4.3% |
| hige | 3 | 3.2% |
| kook | 3 | 3.2% |
| dandism | 3 | 3.2% |
| jung | 3 | 3.2% |
| official | 3 | 3.2% |
| yuuri | 3 | 3.2% |
| Other values (49) | 54 |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 106 | 14.4% |
| [ | 50 | 6.8% |
| ] | 50 | 6.8% |
| 44 | 6.0% | |
| u | 28 | 3.8% |
| E | 28 | 3.8% |
| i | 24 | 3.3% |
| I | 23 | 3.1% |
| a | 23 | 3.1% |
| A | 22 | 3.0% |
| Other values (56) | 337 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 245 | |
| Lowercase Letter | 214 | |
| Other Punctuation | 117 | |
| Open Punctuation | 50 | 6.8% |
| Close Punctuation | 50 | 6.8% |
| Space Separator | 44 | 6.0% |
| Other Letter | 12 | 1.6% |
| Decimal Number | 2 | 0.3% |
| Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 28 | 11.4% |
| I | 23 | 9.4% |
| A | 22 | 9.0% |
| S | 19 | 7.8% |
| O | 14 | 5.7% |
| P | 13 | 5.3% |
| N | 12 | 4.9% |
| M | 12 | 4.9% |
| F | 12 | 4.9% |
| Y | 11 | 4.5% |
| Other values (14) | 79 |
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 28 | |
| i | 24 | |
| a | 23 | |
| o | 20 | |
| n | 18 | |
| r | 14 | 6.5% |
| s | 14 | 6.5% |
| t | 10 | 4.7% |
| k | 10 | 4.7% |
| e | 9 | 4.2% |
| Other values (12) | 44 |
Other Letter
| Value | Count | Frequency (%) |
| ル | 2 | |
| シ | 2 | |
| 則 | 1 | |
| ヨ | 1 | |
| マ | 1 | |
| カ | 1 | |
| 音 | 1 | |
| 田 | 1 | |
| 雅 | 1 | |
| ィ | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 106 | |
| . | 7 | 6.0% |
| , | 3 | 2.6% |
| : | 1 | 0.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 |
Open Punctuation
| Value | Count | Frequency (%) |
| [ | 50 |
Close Punctuation
| Value | Count | Frequency (%) |
| ] | 50 |
Space Separator
| Value | Count | Frequency (%) |
| 44 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 459 | |
| Common | 264 | |
| Katakana | 8 | 1.1% |
| Han | 4 | 0.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 28 | 6.1% |
| E | 28 | 6.1% |
| i | 24 | 5.2% |
| I | 23 | 5.0% |
| a | 23 | 5.0% |
| A | 22 | 4.8% |
| o | 20 | 4.4% |
| S | 19 | 4.1% |
| n | 18 | 3.9% |
| O | 14 | 3.1% |
| Other values (36) | 240 |
Common
| Value | Count | Frequency (%) |
| ' | 106 | |
| [ | 50 | |
| ] | 50 | |
| 44 | ||
| . | 7 | 2.7% |
| , | 3 | 1.1% |
| - | 1 | 0.4% |
| 0 | 1 | 0.4% |
| 1 | 1 | 0.4% |
| : | 1 | 0.4% |
Katakana
| Value | Count | Frequency (%) |
| ル | 2 | |
| シ | 2 | |
| ヨ | 1 | |
| マ | 1 | |
| カ | 1 | |
| ィ | 1 |
Han
| Value | Count | Frequency (%) |
| 則 | 1 | |
| 音 | 1 | |
| 田 | 1 | |
| 雅 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 723 | |
| Katakana | 8 | 1.1% |
| CJK | 4 | 0.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| ' | 106 | 14.7% |
| [ | 50 | 6.9% |
| ] | 50 | 6.9% |
| 44 | 6.1% | |
| u | 28 | 3.9% |
| E | 28 | 3.9% |
| i | 24 | 3.3% |
| I | 23 | 3.2% |
| a | 23 | 3.2% |
| A | 22 | 3.0% |
| Other values (46) | 325 |
Katakana
| Value | Count | Frequency (%) |
| ル | 2 | |
| シ | 2 | |
| ヨ | 1 | |
| マ | 1 | |
| カ | 1 | |
| ィ | 1 |
CJK
| Value | Count | Frequency (%) |
| 則 | 1 | |
| 音 | 1 | |
| 田 | 1 | |
| 雅 | 1 |
danceability
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6042 |
| Minimum | 0.31 |
|---|---|
| Maximum | 0.901 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.31 |
|---|---|
| 5-th percentile | 0.36535 |
| Q1 | 0.49175 |
| median | 0.611 |
| Q3 | 0.7095 |
| 95-th percentile | 0.8021 |
| Maximum | 0.901 |
| Range | 0.591 |
| Interquartile range (IQR) | 0.21775 |
Descriptive statistics
| Standard deviation | 0.1370927 |
|---|---|
| Coefficient of variation (CV) | 0.22689954 |
| Kurtosis | -0.47714405 |
| Mean | 0.6042 |
| Median Absolute Deviation (MAD) | 0.1115 |
| Skewness | -0.13294389 |
| Sum | 30.21 |
| Variance | 0.018794408 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 0.596 | 2 | 4.0% |
| 0.649 | 2 | 4.0% |
| 0.543 | 1 | 2.0% |
| 0.48 | 1 | 2.0% |
| 0.812 | 1 | 2.0% |
| 0.598 | 1 | 2.0% |
| 0.628 | 1 | 2.0% |
| 0.367 | 1 | 2.0% |
| 0.463 | 1 | 2.0% |
| 0.54 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 0.31 | 1 | |
| 0.335 | 1 | |
| 0.364 | 1 | |
| 0.367 | 1 | |
| 0.424 | 1 | |
| 0.445 | 1 | |
| 0.457 | 1 | |
| 0.463 | 1 | |
| 0.479 | 1 | |
| 0.48 | 1 |
| Value | Count | Frequency (%) |
| 0.901 | 1 | |
| 0.853 | 1 | |
| 0.812 | 1 | |
| 0.79 | 1 | |
| 0.776 | 1 | |
| 0.769 | 1 | |
| 0.756 | 1 | |
| 0.737 | 1 | |
| 0.736 | 1 | |
| 0.733 | 1 |
energy
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.76796 |
| Minimum | 0.289 |
|---|---|
| Maximum | 0.987 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.289 |
|---|---|
| 5-th percentile | 0.5215 |
| Q1 | 0.654 |
| median | 0.785 |
| Q3 | 0.90025 |
| 95-th percentile | 0.9705 |
| Maximum | 0.987 |
| Range | 0.698 |
| Interquartile range (IQR) | 0.24625 |
Descriptive statistics
| Standard deviation | 0.154169 |
|---|---|
| Coefficient of variation (CV) | 0.20075134 |
| Kurtosis | 0.3010241 |
| Mean | 0.76796 |
| Median Absolute Deviation (MAD) | 0.119 |
| Skewness | -0.61674924 |
| Sum | 38.398 |
| Variance | 0.02376808 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.975 | 1 | 2.0% |
| 0.965 | 1 | 2.0% |
| 0.795 | 1 | 2.0% |
| 0.669 | 1 | 2.0% |
| 0.64 | 1 | 2.0% |
| 0.511 | 1 | 2.0% |
| 0.775 | 1 | 2.0% |
| 0.671 | 1 | 2.0% |
| 0.603 | 1 | 2.0% |
| 0.958 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 0.289 | 1 | |
| 0.511 | 1 | |
| 0.517 | 1 | |
| 0.527 | 1 | |
| 0.578 | 1 | |
| 0.597 | 1 | |
| 0.598 | 1 | |
| 0.603 | 1 | |
| 0.628 | 1 | |
| 0.632 | 1 |
| Value | Count | Frequency (%) |
| 0.987 | 1 | |
| 0.977 | 1 | |
| 0.975 | 1 | |
| 0.965 | 1 | |
| 0.959 | 1 | |
| 0.958 | 1 | |
| 0.946 | 1 | |
| 0.943 | 1 | |
| 0.941 | 1 | |
| 0.94 | 1 |
key
Real number (ℝ)
ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.24 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 3 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.45 |
| Q1 | 2.5 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 3.1269728 |
|---|---|
| Coefficient of variation (CV) | 0.59675054 |
| Kurtosis | -0.85851301 |
| Mean | 5.24 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.01831537 |
| Sum | 262 |
| Variance | 9.7779592 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 5 | 9 | |
| 10 | 7 | |
| 7 | 7 | |
| 6 | 6 | |
| 1 | 6 | |
| 4 | 5 | |
| 2 | 4 | |
| 0 | 3 | 6.0% |
| 11 | 1 | 2.0% |
| 8 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 3 | 6.0% |
| 1 | 6 | |
| 2 | 4 | |
| 4 | 5 | |
| 5 | 9 | |
| 6 | 6 | |
| 7 | 7 | |
| 8 | 1 | 2.0% |
| 9 | 1 | 2.0% |
| 10 | 7 |
| Value | Count | Frequency (%) |
| 11 | 1 | 2.0% |
| 10 | 7 | |
| 9 | 1 | 2.0% |
| 8 | 1 | 2.0% |
| 7 | 7 | |
| 6 | 6 | |
| 5 | 9 | |
| 4 | 5 | |
| 2 | 4 | |
| 1 | 6 |
loudness
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.84132 |
| Minimum | -11.86 |
|---|---|
| Maximum | -0.425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 50 |
| Negative (%) | 100.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | -11.86 |
|---|---|
| 5-th percentile | -8.94855 |
| Q1 | -5.9185 |
| median | -4.4905 |
| Q3 | -3.604 |
| 95-th percentile | -2.20585 |
| Maximum | -0.425 |
| Range | 11.435 |
| Interquartile range (IQR) | 2.3145 |
Descriptive statistics
| Standard deviation | 2.1678505 |
|---|---|
| Coefficient of variation (CV) | -0.44778087 |
| Kurtosis | 1.81283 |
| Mean | -4.84132 |
| Median Absolute Deviation (MAD) | 1.056 |
| Skewness | -1.0886908 |
| Sum | -242.066 |
| Variance | 4.6995758 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -0.425 | 1 | 2.0% |
| -2.727 | 1 | 2.0% |
| -4.778 | 1 | 2.0% |
| -5.168 | 1 | 2.0% |
| -8.034 | 1 | 2.0% |
| -6.015 | 1 | 2.0% |
| -4.479 | 1 | 2.0% |
| -4.604 | 1 | 2.0% |
| -5.464 | 1 | 2.0% |
| -4.26 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| -11.86 | 1 | |
| -10.157 | 1 | |
| -9.453 | 1 | |
| -8.332 | 1 | |
| -8.203 | 1 | |
| -8.034 | 1 | |
| -6.983 | 1 | |
| -6.533 | 1 | |
| -6.49 | 1 | |
| -6.362 | 1 |
| Value | Count | Frequency (%) |
| -0.425 | 1 | |
| -1.66 | 1 | |
| -2.146 | 1 | |
| -2.279 | 1 | |
| -2.595 | 1 | |
| -2.692 | 1 | |
| -2.727 | 1 | |
| -3.176 | 1 | |
| -3.193 | 1 | |
| -3.223 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 50 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0 | 11 | 22.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0 | 11 | 22.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0 | 11 | 22.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0 | 11 | 22.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0 | 11 | 22.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0 | 11 | 22.0% |
speechiness
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06718 |
| Minimum | 0.0251 |
|---|---|
| Maximum | 0.253 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.0251 |
|---|---|
| 5-th percentile | 0.027645 |
| Q1 | 0.03345 |
| median | 0.04755 |
| Q3 | 0.086575 |
| 95-th percentile | 0.1723 |
| Maximum | 0.253 |
| Range | 0.2279 |
| Interquartile range (IQR) | 0.053125 |
Descriptive statistics
| Standard deviation | 0.050463832 |
|---|---|
| Coefficient of variation (CV) | 0.75117345 |
| Kurtosis | 3.8020781 |
| Mean | 0.06718 |
| Median Absolute Deviation (MAD) | 0.0153 |
| Skewness | 1.9800097 |
| Sum | 3.359 |
| Variance | 0.0025465984 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.208 | 1 | 2.0% |
| 0.0905 | 1 | 2.0% |
| 0.0284 | 1 | 2.0% |
| 0.0431 | 1 | 2.0% |
| 0.0564 | 1 | 2.0% |
| 0.0423 | 1 | 2.0% |
| 0.0535 | 1 | 2.0% |
| 0.0478 | 1 | 2.0% |
| 0.0276 | 1 | 2.0% |
| 0.0951 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 0.0251 | 1 | |
| 0.0273 | 1 | |
| 0.0276 | 1 | |
| 0.0277 | 1 | |
| 0.0284 | 1 | |
| 0.0298 | 1 | |
| 0.0305 | 1 | |
| 0.0308 | 1 | |
| 0.0319 | 1 | |
| 0.032 | 1 |
| Value | Count | Frequency (%) |
| 0.253 | 1 | |
| 0.208 | 1 | |
| 0.175 | 1 | |
| 0.169 | 1 | |
| 0.163 | 1 | |
| 0.125 | 1 | |
| 0.113 | 1 | |
| 0.11 | 1 | |
| 0.103 | 1 | |
| 0.0955 | 1 |
acousticness
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.15033969 |
| Minimum | 2.77 × 10-5 |
|---|---|
| Maximum | 0.826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 2.77 × 10-5 |
|---|---|
| 5-th percentile | 0.0023665 |
| Q1 | 0.030625 |
| median | 0.07425 |
| Q3 | 0.234 |
| 95-th percentile | 0.4734 |
| Maximum | 0.826 |
| Range | 0.8259723 |
| Interquartile range (IQR) | 0.203375 |
Descriptive statistics
| Standard deviation | 0.18463683 |
|---|---|
| Coefficient of variation (CV) | 1.228131 |
| Kurtosis | 4.4992596 |
| Mean | 0.15033969 |
| Median Absolute Deviation (MAD) | 0.06185 |
| Skewness | 2.0310524 |
| Sum | 7.5169847 |
| Variance | 0.034090761 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0.117 | 2 | 4.0% |
| 0.172 | 1 | 2.0% |
| 0.305 | 1 | 2.0% |
| 0.0693 | 1 | 2.0% |
| 0.0875 | 1 | 2.0% |
| 0.245 | 1 | 2.0% |
| 0.159 | 1 | 2.0% |
| 0.222 | 1 | 2.0% |
| 0.495 | 1 | 2.0% |
| 0.0492 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 2.77 × 10-5 | 1 | |
| 0.000147 | 1 | |
| 0.00157 | 1 | |
| 0.00334 | 1 | |
| 0.0068 | 1 | |
| 0.0103 | 1 | |
| 0.0107 | 1 | |
| 0.0114 | 1 | |
| 0.0134 | 1 | |
| 0.0142 | 1 |
| Value | Count | Frequency (%) |
| 0.826 | 1 | |
| 0.763 | 1 | |
| 0.495 | 1 | |
| 0.447 | 1 | |
| 0.433 | 1 | |
| 0.343 | 1 | |
| 0.312 | 1 | |
| 0.305 | 1 | |
| 0.298 | 1 | |
| 0.27 | 1 |
instrumentalness
Real number (ℝ)
ZEROS
| Distinct | 17 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.016157405 |
| Minimum | 0 |
|---|---|
| Maximum | 0.8 |
| Zeros | 34 |
| Zeros (%) | 68.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4.17 × 10-6 |
| 95-th percentile | 0.000328 |
| Maximum | 0.8 |
| Range | 0.8 |
| Interquartile range (IQR) | 4.17 × 10-6 |
Descriptive statistics
| Standard deviation | 0.1131182 |
|---|---|
| Coefficient of variation (CV) | 7.001013 |
| Kurtosis | 49.992796 |
| Mean | 0.016157405 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.0703228 |
| Sum | 0.80787026 |
| Variance | 0.012795728 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1.62 × 10-6 | 1 | 2.0% |
| 0.000317 | 1 | 2.0% |
| 3.44 × 10-5 | 1 | 2.0% |
| 0.000337 | 1 | 2.0% |
| 0.000183 | 1 | 2.0% |
| 3.24 × 10-6 | 1 | 2.0% |
| 1.7 × 10-5 | 1 | 2.0% |
| 5.83 × 10-5 | 1 | 2.0% |
| 0.00029 | 1 | 2.0% |
| Other values (7) | 7 | 14.0% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1.38 × 10-6 | 1 | 2.0% |
| 1.62 × 10-6 | 1 | 2.0% |
| 3.24 × 10-6 | 1 | 2.0% |
| 4.48 × 10-6 | 1 | 2.0% |
| 5.74 × 10-6 | 1 | 2.0% |
| 1.34 × 10-5 | 1 | 2.0% |
| 1.37 × 10-5 | 1 | 2.0% |
| 1.7 × 10-5 | 1 | 2.0% |
| 3.44 × 10-5 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 0.8 | 1 | |
| 0.00659 | 1 | |
| 0.000337 | 1 | |
| 0.000317 | 1 | |
| 0.00029 | 1 | |
| 0.000183 | 1 | |
| 5.83 × 10-5 | 1 | |
| 3.44 × 10-5 | 1 | |
| 1.7 × 10-5 | 1 | |
| 1.37 × 10-5 | 1 |
liveness
Real number (ℝ)
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.213378 |
| Minimum | 0.0517 |
|---|---|
| Maximum | 0.653 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.0517 |
|---|---|
| 5-th percentile | 0.057765 |
| Q1 | 0.10325 |
| median | 0.1635 |
| Q3 | 0.31775 |
| 95-th percentile | 0.42305 |
| Maximum | 0.653 |
| Range | 0.6013 |
| Interquartile range (IQR) | 0.2145 |
Descriptive statistics
| Standard deviation | 0.13496791 |
|---|---|
| Coefficient of variation (CV) | 0.63252966 |
| Kurtosis | 0.73694594 |
| Mean | 0.213378 |
| Median Absolute Deviation (MAD) | 0.0928 |
| Skewness | 0.92737556 |
| Sum | 10.6689 |
| Variance | 0.018216338 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.143 | 1 | 2.0% |
| 0.366 | 1 | 2.0% |
| 0.16 | 1 | 2.0% |
| 0.149 | 1 | 2.0% |
| 0.396 | 1 | 2.0% |
| 0.0732 | 1 | 2.0% |
| 0.33 | 1 | 2.0% |
| 0.494 | 1 | 2.0% |
| 0.167 | 1 | 2.0% |
| 0.308 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 0.0517 | 1 | |
| 0.0529 | 1 | |
| 0.0534 | 1 | |
| 0.0631 | 1 | |
| 0.0683 | 1 | |
| 0.0731 | 1 | |
| 0.0732 | 1 | |
| 0.0797 | 1 | |
| 0.0856 | 1 | |
| 0.0859 | 1 |
| Value | Count | Frequency (%) |
| 0.653 | 1 | |
| 0.494 | 1 | |
| 0.437 | 1 | |
| 0.406 | 1 | |
| 0.396 | 1 | |
| 0.366 | 1 | |
| 0.347 | 1 | |
| 0.339 | 1 | |
| 0.332 | 1 | |
| 0.33 | 1 |
valence
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63378 |
| Minimum | 0.282 |
|---|---|
| Maximum | 0.962 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.282 |
|---|---|
| 5-th percentile | 0.3314 |
| Q1 | 0.521 |
| median | 0.643 |
| Q3 | 0.74775 |
| 95-th percentile | 0.8826 |
| Maximum | 0.962 |
| Range | 0.68 |
| Interquartile range (IQR) | 0.22675 |
Descriptive statistics
| Standard deviation | 0.1677243 |
|---|---|
| Coefficient of variation (CV) | 0.2646412 |
| Kurtosis | -0.52717832 |
| Mean | 0.63378 |
| Median Absolute Deviation (MAD) | 0.117 |
| Skewness | -0.2433538 |
| Sum | 31.689 |
| Variance | 0.02813144 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0.652 | 2 | 4.0% |
| 0.742 | 1 | 2.0% |
| 0.686 | 1 | 2.0% |
| 0.577 | 1 | 2.0% |
| 0.378 | 1 | 2.0% |
| 0.893 | 1 | 2.0% |
| 0.674 | 1 | 2.0% |
| 0.691 | 1 | 2.0% |
| 0.477 | 1 | 2.0% |
| 0.609 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 0.282 | 1 | |
| 0.308 | 1 | |
| 0.317 | 1 | |
| 0.349 | 1 | |
| 0.378 | 1 | |
| 0.381 | 1 | |
| 0.424 | 1 | |
| 0.451 | 1 | |
| 0.477 | 1 | |
| 0.502 | 1 |
| Value | Count | Frequency (%) |
| 0.962 | 1 | |
| 0.893 | 1 | |
| 0.888 | 1 | |
| 0.876 | 1 | |
| 0.872 | 1 | |
| 0.844 | 1 | |
| 0.831 | 1 | |
| 0.817 | 1 | |
| 0.816 | 1 | |
| 0.807 | 1 |
tempo
Real number (ℝ)
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.83284 |
| Minimum | 75.093 |
|---|---|
| Maximum | 194.084 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 75.093 |
|---|---|
| 5-th percentile | 85.13225 |
| Q1 | 108.5735 |
| median | 128.526 |
| Q3 | 149.463 |
| 95-th percentile | 177.68695 |
| Maximum | 194.084 |
| Range | 118.991 |
| Interquartile range (IQR) | 40.8895 |
Descriptive statistics
| Standard deviation | 28.032249 |
|---|---|
| Coefficient of variation (CV) | 0.21591031 |
| Kurtosis | -0.31345216 |
| Mean | 129.83284 |
| Median Absolute Deviation (MAD) | 20.451 |
| Skewness | 0.22076957 |
| Sum | 6491.642 |
| Variance | 785.80697 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 132.054 | 1 | 2.0% |
| 170.051 | 1 | 2.0% |
| 130.037 | 1 | 2.0% |
| 155.89 | 1 | 2.0% |
| 116.992 | 1 | 2.0% |
| 171.845 | 1 | 2.0% |
| 106.382 | 1 | 2.0% |
| 179.833 | 1 | 2.0% |
| 148.089 | 1 | 2.0% |
| 93.852 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 75.093 | 1 | |
| 78.004 | 1 | |
| 78.047 | 1 | |
| 93.792 | 1 | |
| 93.852 | 1 | |
| 98.047 | 1 | |
| 100.011 | 1 | |
| 102.983 | 1 | |
| 103.968 | 1 | |
| 106.017 | 1 |
| Value | Count | Frequency (%) |
| 194.084 | 1 | |
| 184.886 | 1 | |
| 179.833 | 1 | |
| 175.064 | 1 | |
| 171.845 | 1 | |
| 170.051 | 1 | |
| 165.783 | 1 | |
| 157.038 | 1 | |
| 155.89 | 1 | |
| 152.014 | 1 |
duration_ms
Real number (ℝ)
UNIQUE
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 234052.12 |
| Minimum | 151016 |
|---|---|
| Maximum | 353340 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 151016 |
|---|---|
| 5-th percentile | 168891.8 |
| Q1 | 199681.25 |
| median | 229044 |
| Q3 | 268297 |
| 95-th percentile | 306365.9 |
| Maximum | 353340 |
| Range | 202324 |
| Interquartile range (IQR) | 68615.75 |
Descriptive statistics
| Standard deviation | 45759.83 |
|---|---|
| Coefficient of variation (CV) | 0.19551128 |
| Kurtosis | 0.038297902 |
| Mean | 234052.12 |
| Median Absolute Deviation (MAD) | 32263.5 |
| Skewness | 0.51503243 |
| Sum | 11702606 |
| Variance | 2.093962 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 189773 | 1 | 2.0% |
| 192400 | 1 | 2.0% |
| 289720 | 1 | 2.0% |
| 343253 | 1 | 2.0% |
| 151016 | 1 | 2.0% |
| 219253 | 1 | 2.0% |
| 278119 | 1 | 2.0% |
| 230600 | 1 | 2.0% |
| 286360 | 1 | 2.0% |
| 191105 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 151016 | 1 | |
| 154667 | 1 | |
| 159080 | 1 | |
| 180884 | 1 | |
| 182224 | 1 | |
| 183551 | 1 | |
| 189773 | 1 | |
| 191105 | 1 | |
| 192400 | 1 | |
| 194267 | 1 |
| Value | Count | Frequency (%) |
| 353340 | 1 | |
| 343253 | 1 | |
| 307067 | 1 | |
| 305509 | 1 | |
| 289720 | 1 | |
| 288100 | 1 | |
| 288013 | 1 | |
| 286360 | 1 | |
| 286000 | 1 | |
| 278119 | 1 |
time_signature
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
| 4 | |
|---|---|
| 3 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 50 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 48 | |
| 3 | 2 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 48 | |
| 3 | 2 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 48 | |
| 3 | 2 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 48 | |
| 3 | 2 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 48 | |
| 3 | 2 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 48 | |
| 3 | 2 | 4.0% |
| acousticness | danceability | duration_ms | energy | instrumentalness | key | liveness | loudness | mode | speechiness | tempo | time_signature | valence | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | 0.285 | -0.109 | -0.445 | -0.118 | 0.282 | -0.356 | -0.279 | 0.000 | -0.253 | -0.026 | 0.000 | -0.075 |
| danceability | 0.285 | 1.000 | -0.431 | -0.167 | 0.118 | 0.074 | -0.347 | -0.099 | 0.300 | 0.036 | -0.346 | 0.000 | 0.314 |
| duration_ms | -0.109 | -0.431 | 1.000 | -0.331 | -0.139 | 0.024 | -0.074 | -0.292 | 0.000 | -0.339 | 0.149 | 0.000 | -0.386 |
| energy | -0.445 | -0.167 | -0.331 | 1.000 | 0.152 | 0.036 | 0.466 | 0.774 | 0.202 | 0.577 | 0.128 | 0.000 | 0.253 |
| instrumentalness | -0.118 | 0.118 | -0.139 | 0.152 | 1.000 | -0.013 | 0.115 | -0.059 | 0.000 | 0.105 | 0.176 | 0.000 | 0.115 |
| key | 0.282 | 0.074 | 0.024 | 0.036 | -0.013 | 1.000 | -0.257 | 0.153 | 0.000 | 0.017 | -0.051 | 0.000 | -0.137 |
| liveness | -0.356 | -0.347 | -0.074 | 0.466 | 0.115 | -0.257 | 1.000 | 0.291 | 0.000 | 0.426 | 0.189 | 0.000 | 0.145 |
| loudness | -0.279 | -0.099 | -0.292 | 0.774 | -0.059 | 0.153 | 0.291 | 1.000 | 0.156 | 0.361 | 0.095 | 0.000 | 0.232 |
| mode | 0.000 | 0.300 | 0.000 | 0.202 | 0.000 | 0.000 | 0.000 | 0.156 | 1.000 | -0.309 | -0.032 | 0.000 | -0.293 |
| speechiness | -0.253 | 0.036 | -0.339 | 0.577 | 0.105 | 0.017 | 0.426 | 0.361 | -0.309 | 1.000 | 0.150 | 0.000 | 0.232 |
| tempo | -0.026 | -0.346 | 0.149 | 0.128 | 0.176 | -0.051 | 0.189 | 0.095 | -0.032 | 0.150 | 1.000 | 0.117 | -0.057 |
| time_signature | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.117 | 1.000 | 0.007 |
| valence | -0.075 | 0.314 | -0.386 | 0.253 | 0.115 | -0.137 | 0.145 | 0.232 | -0.293 | 0.232 | -0.057 | 0.007 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Track_ID | Track_Name | Track_Artists | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1rDgAHDX95RmylxjgVW9tN | Show | ['Ado'] | 0.616 | 0.975 | 10 | -0.425 | 0 | 0.2080 | 0.17200 | 0.000002 | 0.1430 | 0.742 | 132.054 | 189773 | 4 |
| 1 | 0GWNtMohuYUEHVZ40tcnHF | SPECIALZ | ['King Gnu'] | 0.566 | 0.850 | 6 | -4.431 | 0 | 0.0599 | 0.06630 | 0.000000 | 0.3190 | 0.722 | 117.048 | 238987 | 4 |
| 2 | 2HRgqmZQC0MC7GeNuDIXHN | Seven (feat. Latto) (Explicit Ver.) | ['Jung Kook', 'Latto'] | 0.790 | 0.831 | 11 | -4.185 | 1 | 0.0440 | 0.31200 | 0.000000 | 0.0797 | 0.872 | 124.987 | 183551 | 4 |
| 3 | 5i8lwhzx9FyilInJWa5lhn | rendez-vous | ['shy taupe'] | 0.497 | 0.649 | 2 | -4.760 | 1 | 0.0325 | 0.11700 | 0.000000 | 0.1700 | 0.317 | 146.056 | 237740 | 4 |
| 4 | 1hAloWiinXLPQUJxrJReb1 | アイドル | ['YOASOBI'] | 0.457 | 0.941 | 10 | -2.692 | 0 | 0.0917 | 0.10500 | 0.000001 | 0.4370 | 0.876 | 165.783 | 211733 | 4 |
| 5 | 74X2u8JMVooG2QbjRxXwR8 | Perfect Night | ['LE SSERAFIM'] | 0.697 | 0.820 | 5 | -4.502 | 1 | 0.0308 | 0.10000 | 0.000000 | 0.0631 | 0.502 | 136.054 | 159080 | 4 |
| 6 | 0YTM7bCx451c6LQbkddy4Q | 勇者 | ['YOASOBI'] | 0.655 | 0.907 | 5 | -3.868 | 1 | 0.0488 | 0.03510 | 0.000014 | 0.1500 | 0.506 | 103.968 | 194267 | 4 |
| 7 | 3gQ19Wo6CbBpdHYmt2GVt0 | Kaiju no Hanauta | ['Vaundy'] | 0.335 | 0.943 | 2 | -3.176 | 1 | 0.0670 | 0.00334 | 0.000000 | 0.3240 | 0.640 | 75.093 | 224805 | 4 |
| 8 | 12usPU2WnqgCHAW1EK2dfd | 青のすみか | ['Tatsuya Kitani'] | 0.479 | 0.898 | 1 | -4.809 | 1 | 0.1690 | 0.01340 | 0.000000 | 0.2970 | 0.639 | 151.990 | 196467 | 4 |
| 9 | 02tNuntKQsoou5T4O8meyh | Hana | ['Fujii Kaze'] | 0.769 | 0.716 | 5 | -8.203 | 0 | 0.0429 | 0.11800 | 0.006590 | 0.1580 | 0.660 | 123.031 | 246700 | 4 |
| Track_ID | Track_Name | Track_Artists | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 2Dzzhb1oV5ckgOjWZLraIB | Overdose | ['natori'] | 0.733 | 0.598 | 4 | -9.453 | 0 | 0.0377 | 0.030700 | 0.000017 | 0.2180 | 0.831 | 118.012 | 197094 | 4 |
| 41 | 6A8NfypDHuwiLWbo4a1yca | New Genesis | ['Ado'] | 0.490 | 0.987 | 7 | -2.279 | 1 | 0.2530 | 0.049000 | 0.000003 | 0.4060 | 0.451 | 175.064 | 226813 | 4 |
| 42 | 6twDMJoG8tzwL21LQ3EEtA | Mainstream | ['BE:FIRST'] | 0.901 | 0.714 | 10 | -3.918 | 1 | 0.1250 | 0.246000 | 0.000000 | 0.0529 | 0.520 | 100.011 | 207053 | 4 |
| 43 | 6rFRQKFyluXEJhM5ANu2XB | Nichijo | ['OFFICIAL HIGE DANDISM'] | 0.606 | 0.708 | 1 | -6.983 | 1 | 0.0342 | 0.020500 | 0.000183 | 0.1730 | 0.758 | 117.982 | 353340 | 4 |
| 44 | 6wffxmLgeZTbvS1hYvLkht | Tattoo | ['OFFICIAL HIGE DANDISM'] | 0.481 | 0.901 | 0 | -5.629 | 1 | 0.1630 | 0.011400 | 0.000000 | 0.3140 | 0.817 | 194.084 | 288100 | 4 |
| 45 | 2vMc8rqFmqs7RFi8NDx0CJ | Garden | ['Fujii Kaze'] | 0.589 | 0.527 | 4 | -8.332 | 1 | 0.0572 | 0.093200 | 0.000337 | 0.1040 | 0.576 | 138.023 | 229333 | 4 |
| 46 | 5sdQOyqq2IDhvmx2lHOpwd | Super Shy | ['NewJeans'] | 0.776 | 0.817 | 5 | -6.018 | 0 | 0.0748 | 0.180000 | 0.000034 | 0.1460 | 0.515 | 149.921 | 154667 | 4 |
| 47 | 6x7SB38tuekpu4xpH9OIPY | 地球儀 - Spinning Globe | ['Kenshi Yonezu'] | 0.642 | 0.289 | 10 | -11.860 | 1 | 0.0472 | 0.763000 | 0.000000 | 0.0856 | 0.282 | 78.004 | 273438 | 4 |
| 48 | 6zjk7Qbwb9DZ4ykUUoqknh | 第ゼロ感 | ['10-FEET'] | 0.445 | 0.940 | 7 | -4.160 | 1 | 0.1750 | 0.000028 | 0.000013 | 0.3200 | 0.349 | 150.082 | 286000 | 4 |
| 49 | 7jtXjZ3JViUo9M3ogYAapO | 燈 | ['Soushi Sakiyama'] | 0.645 | 0.720 | 5 | -4.515 | 1 | 0.0355 | 0.270000 | 0.000000 | 0.2770 | 0.634 | 127.052 | 239107 | 4 |